数学
集合(抽象数据类型)
控制(管理)
数理经济学
域代数上的
牙石(牙科)
纯数学
应用数学
计算机科学
人工智能
医学
牙科
程序设计语言
作者
Benoît Bonnet,Milan Korda
摘要
.In this paper, we introduce a new notion of Koopman operator which faithfully encodes the dynamics of controlled systems by leveraging the tools of set-valued analysis. In this context, we propose generalizations of the Liouville and Perron–Frobenius operators and show that they respectively coincide with proper set-valued analogues of the infinitesimal generator and dual operator of the Koopman semigroup. We also give meaning to the spectra of these set-valued maps and prove an adapted version of the classical spectral mapping theorem relating the eigenvalues of a semigroup with those of its generator. Our approach provides theoretical justifications for existing practical methods in the Koopman community that study control systems by bundling together the Koopman and Liouville operators associated with different control inputs.KeywordsKoopman operatorcontrol systemsdifferential inclusionsset-valued analysisMSC codes28B2034A6047N2093C15
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